MERCY Systems Robotics Stabilization — proven higher accuracy, zero limit violations, faster control.

Robotics Stability Evaluation

We run paid side-by-side tests that compare MERCY against your current control method on robotics and autonomous systems workloads.

You receive clear results on
Tracking accuracy Limit violations Execution speed

Licensing is available only when MERCY shows a clear advantage.

Eight-Month Head-to-Head Validation

MERCY was evaluated against Büchi, a strong conventional baseline, over an extended closed-loop robotics test under high noise and large-scale conditions.

8 MONTHS Comparative closed-loop testing
Final tracking error 1.79 × 10−8 MERCY vs. 8.95 × 10−2 Büchi
Velocity limit violations 0 MERCY vs. 21 Büchi
Time inside ±0.05 63.5% MERCY vs. 20.4% Büchi
Closed-loop runtime 0.00515 s MERCY vs. 0.00672 s Büchi
Metric Büchi V3 MERCY V4 Result
Final Error8.95 × 10−21.79 × 10−8~5 million× lower
Mean Absolute Error0.2790.192Lower
Time Inside ±0.0520.4%63.5%~3× greater
Velocity Violations210Zero in tested run
Position Violations00Equal
Closed-Loop Runtime0.00672 s0.00515 s~23% lower

This validation forms the foundation of our evaluation process. We apply the same disciplined side-by-side approach when working with client systems.

One control problem. One fair comparison. One clear decision.

1

Discussion

We review your control problem and confirm it is a good fit for evaluation.

2

Paid Evaluation

We run a side-by-side comparison of MERCY versus your current method on the same workload.

3

Results

You receive quantified results covering accuracy, limit violations, and execution speed.

4

Decision

If MERCY shows a clear advantage, we discuss licensing. If it does not, the evaluation ends and you keep the full results.

Focused, fixed-scope robotics control evaluations.

Typical evaluations focus on closed-loop control performance under realistic conditions, including noise and large-scale demands.

Evaluations are fixed-scope and fixed-fee. Larger or multi-problem evaluations are available on request.

We measure

  • Tracking accuracy / final error
  • Limit (constraint) violations
  • Percentage of time inside tolerance
  • Closed-loop execution speed

Ready to run a side-by-side evaluation?

Tell us about your robotics or autonomous control problem. We will confirm fit and outline the evaluation scope and fee.

We respond to all serious inquiries within one business day.

Danny Hebel, Founder of MERCY Systems
Danny Hebel Founder, MERCY Systems
Start an Evaluation